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sklears-decomposition

v0.1.1 Experimental

Matrix decomposition algorithms for sklears: PCA, ICA, NMF, SVD

Apache-2.0 Edition 2021 MSRV 1.89
AlgorithmsScienceMathematics #machine-learning#decomposition#pca#dimension-reduction

Quick Verdict

  • โœ“Actively maintained (updated 29d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
496
Dependents
6
Releases
6
Size
304KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

40 downloads in the last 30 days (1/day), up 150% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 737 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 8/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Top Dependents

Most downloaded crates that depend on sklears-decomposition

Version Adoption

v0.1.0-alpha.1
71%
v0.1.0-beta.1
9%
v0.1.0
8%
v0.1.1
6%
v0.1.0-rc.1
6%

Release Timeline

6 releasessince 2025
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Feature Flags

default =["std", "serde"]

gpustd*serde*sparseparallelhdf5-support

README

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Maintainers

Dependencies
15
direct dependencies
Dependents
6
crates depend on sklears-decomposition

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